diff --git a/docs/docs/integrations/llms/perplexity.ipynb b/docs/docs/integrations/llms/perplexity.ipynb
index 86a8815f46c80..2286c21c8d98e 100644
--- a/docs/docs/integrations/llms/perplexity.ipynb
+++ b/docs/docs/integrations/llms/perplexity.ipynb
@@ -45,7 +45,7 @@
    "source": [
     "from langchain.chains import LLMChain\n",
     "from langchain.prompts import PromptTemplate\n",
-    "from langchain_community.llms.perplexity import Perplexity"
+    "from langchain_community.llms.perplexity import PerplexityLLM"
    ]
   },
   {
diff --git a/libs/community/langchain_community/llms/perplexity.py b/libs/community/langchain_community/llms/perplexity.py
index 13584be6d77cb..be06c9fdb6914 100644
--- a/libs/community/langchain_community/llms/perplexity.py
+++ b/libs/community/langchain_community/llms/perplexity.py
@@ -58,7 +58,7 @@ class PerplexityLLM(BaseChatModel):
     Example:
         .. code-block:: python
 
-            from langchain_community.llms import Perplexity
+            from langchain_community.llms import PerplexityLLM
 
             llm = PerplexityLLM(model="pplx-70b-online", temperature=0.7)
     """
diff --git a/libs/community/tests/integration_tests/llms/test_perplexity.py b/libs/community/tests/integration_tests/llms/test_perplexity.py
index 2b3c8750afad1..d41553e7593d6 100644
--- a/libs/community/tests/integration_tests/llms/test_perplexity.py
+++ b/libs/community/tests/integration_tests/llms/test_perplexity.py
@@ -4,7 +4,7 @@
 
 from langchain_core.callbacks import CallbackManager
 
-from langchain_community.llms.perplexity import Perplexity
+from langchain_community.llms.perplexity import PerplexityLLM
 from tests.unit_tests.callbacks.fake_callback_handler import FakeCallbackHandler